Pith Number

pith:UF2BKBR3

pith:2023:UF2BKBR3D3S2TUIMLPACBD6HLN

not attested not anchored not stored refs pending

ChatUniTest: A Framework for LLM-Based Test Generation

Chen Zhi, Jianwei Yin, Junxiao Han, Shuiguang Deng, Yinghao Chen, Zehao Hu

arxiv:2305.04764 v2 · 2023-05-08 · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UF2BKBR3D3S2TUIMLPACBD6HLN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

Context-Aware Generative AI for Automated Telecom Test Script Generation

Sakura: An Approach for Generating Complex Tests from Natural Language Test Descriptions

MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms

Efficient Black-Box Fault Localization for System-Level Test Code Using Large Language Models

Receipt and verification

First computed	2026-07-05T08:16:20.537307Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a17415063b1ee5a9d10c5bc0208fc75b5ea3b93161c0900149ddb6f0f9afacb6

Aliases

arxiv: 2305.04764 · arxiv_version: 2305.04764v2 · doi: 10.48550/arxiv.2305.04764 · pith_short_12: UF2BKBR3D3S2 · pith_short_16: UF2BKBR3D3S2TUIM · pith_short_8: UF2BKBR3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/UF2BKBR3D3S2TUIMLPACBD6HLN \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a17415063b1ee5a9d10c5bc0208fc75b5ea3b93161c0900149ddb6f0f9afacb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8baed795e786f82c1269112a5578a8f9072ebd26f063f7faea1210d7c4eb3048",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-08T15:12:07Z",
    "title_canon_sha256": "d2ee41cb79e3469586178d79d503c3c7f82ac783f12b53b12867ba1a7370c462"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04764",
    "kind": "arxiv",
    "version": 2
  }
}